Predicting the Pros
Predictions/Billy McMullen
Billy McMullen

Player breakdown

Billy McMullen

Virginia · 2003 Draft Class

6-4210 lbs3rd round, 95th overallAge at Draft: 23Age: ~46
LowDid Not Hit
Major awards: 0Heisman votes: 0NIL Contract Value: --
Watch Highlights

Model confidence

Success Probability

11%

YearTeamGGSTgtRecYdsY/RTDY/G
2003PHI50312200.4
2004PHI8017324803
2005PHI160381826814.9116.8
2006MIN160422330713.3219.2
2008SEA4218712417.7031
Career4921185272513.9314.8
SeasonTeamConfGRecYdsTDYPRYPG
2000VirginiaACC113054131849.2
2001VirginiaACC12831,0601212.888.3
2002VirginiaACC146989431363.9
Career371822,4951813.767.4

Model readout

Probability, context, and base score

XGBoost Prob

4%

ML model output

Context Prob

50%

Rule-based model

Suppression Signals

1

Depth chart context

SHAP Base

0.955

Average prediction

Top Positive Factors

32.0% TD share at small school — strong red-zone role+0.345
BMI 25.6 — ideal frame for NFL WR (210 lbs)+0.230
Scout dominator depth synergy+0.151

Top Negative Factors

Program WR pipeline: 3% NFL 1000-yard conversion rate-1.287
Physical production synergy-0.476
+11.5 ypg vs. draft class average — above average-0.281

SHAP Feature Impact (Top 20)